Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 161 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 45.8 KiB |
| Average record size in memory | 291.1 B |
Variable types
| Numeric | 21 |
|---|---|
| Categorical | 2 |
Market Cap(in B USD) is highly overall correlated with Revenue and 11 other fields | High correlation |
Revenue is highly overall correlated with Market Cap(in B USD) and 8 other fields | High correlation |
Gross Profit is highly overall correlated with Market Cap(in B USD) and 8 other fields | High correlation |
Net Income is highly overall correlated with Market Cap(in B USD) and 13 other fields | High correlation |
Earning Per Share is highly overall correlated with Net Income and 4 other fields | High correlation |
EBITDA is highly overall correlated with Market Cap(in B USD) and 12 other fields | High correlation |
Share Holder Equity is highly overall correlated with Market Cap(in B USD) and 6 other fields | High correlation |
Cash Flow from Operating is highly overall correlated with Market Cap(in B USD) and 10 other fields | High correlation |
Cash Flow from Investing is highly overall correlated with Market Cap(in B USD) and 6 other fields | High correlation |
Cash Flow from Financial Activities is highly overall correlated with Revenue and 4 other fields | High correlation |
Current Ratio is highly overall correlated with Debt/Equity Ratio and 2 other fields | High correlation |
Debt/Equity Ratio is highly overall correlated with Current Ratio | High correlation |
ROE is highly overall correlated with Market Cap(in B USD) and 6 other fields | High correlation |
ROA is highly overall correlated with Market Cap(in B USD) and 9 other fields | High correlation |
ROI is highly overall correlated with Market Cap(in B USD) and 8 other fields | High correlation |
Net Profit Margin is highly overall correlated with Market Cap(in B USD) and 9 other fields | High correlation |
Return on Tangible Equity is highly overall correlated with Market Cap(in B USD) and 5 other fields | High correlation |
Number of Employees is highly overall correlated with Revenue and 1 other fields | High correlation |
Company is highly overall correlated with Category | High correlation |
Category is highly overall correlated with Company | High correlation |
Market Cap(in B USD) has unique values | Unique |
Revenue has unique values | Unique |
Gross Profit has unique values | Unique |
Share Holder Equity has unique values | Unique |
Cash Flow from Investing has unique values | Unique |
ROE has unique values | Unique |
ROA has unique values | Unique |
ROI has unique values | Unique |
Net Profit Margin has unique values | Unique |
Return on Tangible Equity has unique values | Unique |
Debt/Equity Ratio has 8 (5.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-19 08:25:38.087065 |
|---|---|
| Analysis finished | 2023-12-19 08:28:16.530816 |
| Duration | 2 minutes and 38.44 seconds |
| Software version | ydata-profiling vv4.6.0 |
| Download configuration | config.json |
Year
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 9.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2015.6087 |
| Minimum | 2009 |
|---|---|
| Maximum | 2023 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 2009 |
|---|---|
| 5-th percentile | 2009 |
| Q1 | 2012 |
| median | 2016 |
| Q3 | 2019 |
| 95-th percentile | 2022 |
| Maximum | 2023 |
| Range | 14 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.0499597 |
|---|---|
| Coefficient of variation (CV) | 0.0020092986 |
| Kurtosis | -1.1543732 |
| Mean | 2015.6087 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.00032417049 |
| Sum | 324513 |
| Variance | 16.402174 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2018 | 12 | 7.5% |
| 2017 | 12 | 7.5% |
| 2016 | 12 | 7.5% |
| 2015 | 12 | 7.5% |
| 2014 | 12 | 7.5% |
| 2022 | 11 | 6.8% |
| 2021 | 11 | 6.8% |
| 2020 | 11 | 6.8% |
| 2019 | 11 | 6.8% |
| 2013 | 11 | 6.8% |
| Other values (5) | 46 |
| Value | Count | Frequency (%) |
| 2009 | 11 | |
| 2010 | 11 | |
| 2011 | 11 | |
| 2012 | 11 | |
| 2013 | 11 | |
| 2014 | 12 | |
| 2015 | 12 | |
| 2016 | 12 | |
| 2017 | 12 | |
| 2018 | 12 |
| Value | Count | Frequency (%) |
| 2023 | 2 | 1.2% |
| 2022 | 11 | |
| 2021 | 11 | |
| 2020 | 11 | |
| 2019 | 11 | |
| 2018 | 12 | |
| 2017 | 12 | |
| 2016 | 12 | |
| 2015 | 12 | |
| 2014 | 12 |
Company
Categorical
HIGH CORRELATION 
| Distinct | 12 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.7 KiB |
| MSFT | |
|---|---|
| NVDA | |
| AAPL | |
| GOOG | |
| AIG | |
| Other values (7) |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 3.7142857 |
| Min length | 3 |
Characters and Unicode
| Total characters | 598 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | AAPL |
|---|---|
| 2nd row | AAPL |
| 3rd row | AAPL |
| 4th row | AAPL |
| 5th row | AAPL |
Common Values
| Value | Count | Frequency (%) |
| MSFT | 15 | |
| NVDA | 15 | |
| AAPL | 14 | |
| GOOG | 14 | |
| AIG | 14 | |
| PCG | 14 | |
| MCD | 14 | |
| BCS | 14 | |
| INTC | 14 | |
| AMZN | 14 | |
| Other values (2) | 19 |
Length
| Value | Count | Frequency (%) |
| msft | 15 | |
| nvda | 15 | |
| aapl | 14 | |
| goog | 14 | |
| aig | 14 | |
| pcg | 14 | |
| mcd | 14 | |
| bcs | 14 | |
| intc | 14 | |
| amzn | 14 | |
| Other values (2) | 19 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 71 | |
| C | 56 | 9.4% |
| G | 56 | 9.4% |
| P | 46 | 7.7% |
| M | 43 | 7.2% |
| N | 43 | 7.2% |
| S | 39 | 6.5% |
| D | 39 | 6.5% |
| L | 33 | 5.5% |
| T | 29 | 4.8% |
| Other values (9) | 143 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 598 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 71 | |
| C | 56 | 9.4% |
| G | 56 | 9.4% |
| P | 46 | 7.7% |
| M | 43 | 7.2% |
| N | 43 | 7.2% |
| S | 39 | 6.5% |
| D | 39 | 6.5% |
| L | 33 | 5.5% |
| T | 29 | 4.8% |
| Other values (9) | 143 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 598 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 71 | |
| C | 56 | 9.4% |
| G | 56 | 9.4% |
| P | 46 | 7.7% |
| M | 43 | 7.2% |
| N | 43 | 7.2% |
| S | 39 | 6.5% |
| D | 39 | 6.5% |
| L | 33 | 5.5% |
| T | 29 | 4.8% |
| Other values (9) | 143 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 598 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 71 | |
| C | 56 | 9.4% |
| G | 56 | 9.4% |
| P | 46 | 7.7% |
| M | 43 | 7.2% |
| N | 43 | 7.2% |
| S | 39 | 6.5% |
| D | 39 | 6.5% |
| L | 33 | 5.5% |
| T | 29 | 4.8% |
| Other values (9) | 143 |
Category
Categorical
HIGH CORRELATION 
| Distinct | 8 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.8 KiB |
| IT | |
|---|---|
| ELEC | |
| BANK | |
| MANUFACTURING | |
| FOOD | |
| Other values (3) |
Length
| Max length | 13 |
|---|---|
| Median length | 4 |
| Mean length | 4.6024845 |
| Min length | 2 |
Characters and Unicode
| Total characters | 741 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | IT |
|---|---|
| 2nd row | IT |
| 3rd row | IT |
| 4th row | IT |
| 5th row | IT |
Common Values
| Value | Count | Frequency (%) |
| IT | 43 | |
| ELEC | 29 | |
| BANK | 28 | |
| MANUFACTURING | 14 | 8.7% |
| FOOD | 14 | 8.7% |
| LOGI | 14 | 8.7% |
| FINANCE | 10 | 6.2% |
| FINTECH | 9 | 5.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| it | 43 | |
| elec | 29 | |
| bank | 28 | |
| manufacturing | 14 | 8.7% |
| food | 14 | 8.7% |
| logi | 14 | 8.7% |
| finance | 10 | 6.2% |
| fintech | 9 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 90 | |
| N | 85 | |
| E | 77 | |
| A | 66 | |
| T | 66 | |
| C | 62 | |
| F | 47 | 6.3% |
| L | 43 | 5.8% |
| O | 42 | 5.7% |
| G | 28 | 3.8% |
| Other values (7) | 135 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 741 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 90 | |
| N | 85 | |
| E | 77 | |
| A | 66 | |
| T | 66 | |
| C | 62 | |
| F | 47 | 6.3% |
| L | 43 | 5.8% |
| O | 42 | 5.7% |
| G | 28 | 3.8% |
| Other values (7) | 135 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 741 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| I | 90 | |
| N | 85 | |
| E | 77 | |
| A | 66 | |
| T | 66 | |
| C | 62 | |
| F | 47 | 6.3% |
| L | 43 | 5.8% |
| O | 42 | 5.7% |
| G | 28 | 3.8% |
| Other values (7) | 135 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 741 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| I | 90 | |
| N | 85 | |
| E | 77 | |
| A | 66 | |
| T | 66 | |
| C | 62 | |
| F | 47 | 6.3% |
| L | 43 | 5.8% |
| O | 42 | 5.7% |
| G | 28 | 3.8% |
| Other values (7) | 135 |
Market Cap(in B USD)
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 161 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 335.50739 |
| Minimum | 0 |
|---|---|
| Maximum | 2913.28 |
| Zeros | 1 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.47 |
| Q1 | 40.78 |
| median | 112.65 |
| Q3 | 356.31 |
| 95-th percentile | 1681.61 |
| Maximum | 2913.28 |
| Range | 2913.28 |
| Interquartile range (IQR) | 315.53 |
Descriptive statistics
| Standard deviation | 540.06503 |
|---|---|
| Coefficient of variation (CV) | 1.6096964 |
| Kurtosis | 7.1403625 |
| Mean | 335.50739 |
| Median Absolute Deviation (MAD) | 95 |
| Skewness | 2.6288958 |
| Sum | 54016.69 |
| Variance | 291670.23 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2066.94 | 1 | 0.6% |
| 0.37 | 1 | 0.6% |
| 81.1 | 1 | 0.6% |
| 32.53 | 1 | 0.6% |
| 43.6 | 1 | 0.6% |
| 34.66 | 1 | 0.6% |
| 40.78 | 1 | 0.6% |
| 31.68 | 1 | 0.6% |
| 45.79 | 1 | 0.6% |
| 46.21 | 1 | 0.6% |
| Other values (151) | 151 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.04 | 1 | |
| 0.37 | 1 | |
| 1.11 | 1 | |
| 2.19 | 1 | |
| 3.39 | 1 | |
| 3.51 | 1 | |
| 4.04 | 1 | |
| 4.47 | 1 | |
| 4.9 | 1 |
| Value | Count | Frequency (%) |
| 2913.28 | 1 | |
| 2525.08 | 1 | |
| 2451.23 | 1 | |
| 2255.97 | 1 | |
| 2066.94 | 1 | |
| 1910.26 | 1 | |
| 1787.73 | 1 | |
| 1691 | 1 | |
| 1681.61 | 1 | |
| 1634.16 | 1 |
Revenue
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 161 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75862.601 |
| Minimum | 3326.445 |
|---|---|
| Maximum | 513983 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 3326.445 |
|---|---|
| 5-th percentile | 6910 |
| Q1 | 22820.4 |
| median | 45992.04 |
| Q3 | 77849 |
| 95-th percentile | 265595 |
| Maximum | 513983 |
| Range | 510656.55 |
| Interquartile range (IQR) | 55028.6 |
Descriptive statistics
| Standard deviation | 90786.896 |
|---|---|
| Coefficient of variation (CV) | 1.196728 |
| Kurtosis | 6.539055 |
| Mean | 75862.601 |
| Median Absolute Deviation (MAD) | 25350.04 |
| Skewness | 2.435343 |
| Sum | 12213879 |
| Variance | 8.2422605 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 394328 | 1 | 0.6% |
| 22138 | 1 | 0.6% |
| 22744.7 | 1 | 0.6% |
| 30868.08 | 1 | 0.6% |
| 30169.69 | 1 | 0.6% |
| 27947.54 | 1 | 0.6% |
| 27621.9 | 1 | 0.6% |
| 28212.33 | 1 | 0.6% |
| 27162.75 | 1 | 0.6% |
| 29072.54 | 1 | 0.6% |
| Other values (151) | 151 |
| Value | Count | Frequency (%) |
| 3326.445 | 1 | |
| 3424.859 | 1 | |
| 3543.309 | 1 | |
| 3997.93 | 1 | |
| 4130 | 1 | |
| 4280.159 | 1 | |
| 4682 | 1 | |
| 5010 | 1 | |
| 6910 | 1 | |
| 8025 | 1 |
| Value | Count | Frequency (%) |
| 513983 | 1 | |
| 469822 | 1 | |
| 394328 | 1 | |
| 386064 | 1 | |
| 365817 | 1 | |
| 282836 | 1 | |
| 280522 | 1 | |
| 274515 | 1 | |
| 265595 | 1 | |
| 260174 | 1 |
Gross Profit
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 161 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37383.463 |
| Minimum | 1174.269 |
|---|---|
| Maximum | 225152 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 1174.269 |
|---|---|
| 5-th percentile | 3527 |
| Q1 | 10396 |
| median | 19561 |
| Q3 | 47722 |
| 95-th percentile | 135620 |
| Maximum | 225152 |
| Range | 223977.73 |
| Interquartile range (IQR) | 37326 |
Descriptive statistics
| Standard deviation | 41669.094 |
|---|---|
| Coefficient of variation (CV) | 1.1146397 |
| Kurtosis | 4.2798469 |
| Mean | 37383.463 |
| Median Absolute Deviation (MAD) | 13162 |
| Skewness | 2.0019788 |
| Sum | 6018737.6 |
| Variance | 1.7363134 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 170782 | 1 | 0.6% |
| 4686 | 1 | 0.6% |
| 8791.8 | 1 | 0.6% |
| 30868.08 | 1 | 0.6% |
| 30169.69 | 1 | 0.6% |
| 27947.54 | 1 | 0.6% |
| 27621.9 | 1 | 0.6% |
| 28212.33 | 1 | 0.6% |
| 27162.75 | 1 | 0.6% |
| 29072.54 | 1 | 0.6% |
| Other values (151) | 151 |
| Value | Count | Frequency (%) |
| 1174.269 | 1 | |
| 1176.923 | 1 | |
| 1409.09 | 1 | |
| 2056.517 | 1 | |
| 2226.343 | 1 | |
| 2268 | 1 | |
| 2599 | 1 | |
| 2811 | 1 | |
| 3527 | 1 | |
| 4063 | 1 |
| Value | Count | Frequency (%) |
| 225152 | 1 | |
| 197478 | 1 | |
| 170782 | 1 | |
| 156633 | 1 | |
| 152836 | 1 | |
| 152757 | 1 | |
| 146698 | 1 | |
| 146052 | 1 | |
| 135620 | 1 | |
| 115856 | 1 |
Net Income
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 160 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12276.607 |
| Minimum | -12244 |
|---|---|
| Maximum | 99803 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 25 |
| Negative (%) | 15.5% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -12244 |
|---|---|
| 5-th percentile | -2221 |
| Q1 | 844 |
| median | 4757.8 |
| Q3 | 14136 |
| 95-th percentile | 57411 |
| Maximum | 99803 |
| Range | 112047 |
| Interquartile range (IQR) | 13292 |
Descriptive statistics
| Standard deviation | 19417.421 |
|---|---|
| Coefficient of variation (CV) | 1.5816602 |
| Kurtosis | 5.3326304 |
| Mean | 12276.607 |
| Median Absolute Deviation (MAD) | 4825.787 |
| Skewness | 2.2482646 |
| Sum | 1976533.7 |
| Variance | 3.7703624 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 631 | 2 | 1.2% |
| 99803 | 1 | 0.6% |
| -2477.073 | 1 | 0.6% |
| 4946.3 | 1 | 0.6% |
| 4551 | 1 | 0.6% |
| 6212.949 | 1 | 0.6% |
| 8766.263 | 1 | 0.6% |
| 1959.384 | 1 | 0.6% |
| 4180.571 | 1 | 0.6% |
| 1860.711 | 1 | 0.6% |
| Other values (150) | 150 |
| Value | Count | Frequency (%) |
| -12244 | 1 | |
| -7656 | 1 | |
| -6851 | 1 | |
| -6084 | 1 | |
| -5973 | 1 | |
| -3140 | 1 | |
| -2722 | 1 | |
| -2477.073 | 1 | |
| -2221 | 1 | |
| -1682 | 1 |
| Value | Count | Frequency (%) |
| 99803 | 1 | |
| 94680 | 1 | |
| 76033 | 1 | |
| 72738 | 1 | |
| 72361 | 1 | |
| 61271 | 1 | |
| 59972 | 1 | |
| 59531 | 1 | |
| 57411 | 1 | |
| 55256 | 1 |
Earning Per Share
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 156 |
|---|---|
| Distinct (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.98288571 |
| Minimum | -90.48 |
|---|---|
| Maximum | 14.98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 25 |
| Negative (%) | 15.5% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -90.48 |
|---|---|
| 5-th percentile | -8.78 |
| Q1 | 0.34 |
| median | 1.79 |
| Q3 | 3.24 |
| 95-th percentile | 8.05 |
| Maximum | 14.98 |
| Range | 105.46 |
| Interquartile range (IQR) | 2.9 |
Descriptive statistics
| Standard deviation | 8.874504 |
|---|---|
| Coefficient of variation (CV) | 9.0290294 |
| Kurtosis | 71.660862 |
| Mean | 0.98288571 |
| Median Absolute Deviation (MAD) | 1.45 |
| Skewness | -7.3254644 |
| Sum | 158.2446 |
| Variance | 78.756822 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.09 | 2 | 1.2% |
| 5.61 | 2 | 1.2% |
| 2.13 | 2 | 1.2% |
| 1.99 | 2 | 1.2% |
| 2.1 | 2 | 1.2% |
| 0.5584 | 1 | 0.6% |
| 1.4744 | 1 | 0.6% |
| 2.0131 | 1 | 0.6% |
| 0.4416 | 1 | 0.6% |
| 0.72 | 1 | 0.6% |
| Other values (146) | 146 |
| Value | Count | Frequency (%) |
| -90.48 | 1 | |
| -29.4 | 1 | |
| -20.78 | 1 | |
| -15.82 | 1 | |
| -14.5 | 1 | |
| -13.25 | 1 | |
| -12.87 | 1 | |
| -10.59 | 1 | |
| -8.78 | 1 | |
| -6.88 | 1 |
| Value | Count | Frequency (%) |
| 14.98 | 1 | |
| 13.01 | 1 | |
| 11.01 | 1 | |
| 10.82 | 1 | |
| 10.04 | 1 | |
| 9.68 | 1 | |
| 9.65 | 1 | |
| 8.33 | 1 | |
| 8.05 | 1 | |
| 7.88 | 1 |
EBITDA
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 148 |
|---|---|
| Distinct (%) | 91.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20174.024 |
| Minimum | -6860 |
|---|---|
| Maximum | 130541 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 9 |
| Negative (%) | 5.6% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -6860 |
|---|---|
| 5-th percentile | -8 |
| Q1 | 2310 |
| median | 9958 |
| Q3 | 27765 |
| 95-th percentile | 81602 |
| Maximum | 130541 |
| Range | 137401 |
| Interquartile range (IQR) | 25455 |
Descriptive statistics
| Standard deviation | 26342.03 |
|---|---|
| Coefficient of variation (CV) | 1.30574 |
| Kurtosis | 3.5065099 |
| Mean | 20174.024 |
| Median Absolute Deviation (MAD) | 9843.6772 |
| Skewness | 1.8968932 |
| Sum | 3248017.9 |
| Variance | 6.9390253 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 14 | 8.7% |
| 130541 | 1 | 0.6% |
| 9944.701 | 1 | 0.6% |
| 10916.1 | 1 | 0.6% |
| 9261.002 | 1 | 0.6% |
| 8701.2 | 1 | 0.6% |
| 9593.701 | 1 | 0.6% |
| 10349.4 | 1 | 0.6% |
| 10093.1 | 1 | 0.6% |
| 8749.3 | 1 | 0.6% |
| Other values (138) | 138 |
| Value | Count | Frequency (%) |
| -6860 | 1 | 0.6% |
| -6664 | 1 | 0.6% |
| -1610 | 1 | 0.6% |
| -889 | 1 | 0.6% |
| -648 | 1 | 0.6% |
| -570 | 1 | 0.6% |
| -195 | 1 | 0.6% |
| -52 | 1 | 0.6% |
| -8 | 1 | 0.6% |
| 1 | 14 |
| Value | Count | Frequency (%) |
| 130541 | 1 | |
| 120233 | 1 | |
| 102384 | 1 | |
| 97843 | 1 | |
| 91155 | 1 | |
| 90770 | 1 | |
| 82487 | 1 | |
| 81801 | 1 | |
| 81602 | 1 | |
| 77344 | 1 |
Share Holder Equity
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 161 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57178.005 |
| Minimum | -8210.3 |
|---|---|
| Maximum | 256144 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 11 |
| Negative (%) | 6.8% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -8210.3 |
|---|---|
| 5-th percentile | -2204.3 |
| Q1 | 12353 |
| median | 47791 |
| Q3 | 91570.7 |
| 95-th percentile | 146043 |
| Maximum | 256144 |
| Range | 264354.3 |
| Interquartile range (IQR) | 79217.7 |
Descriptive statistics
| Standard deviation | 54098.208 |
|---|---|
| Coefficient of variation (CV) | 0.94613668 |
| Kurtosis | 1.4778242 |
| Mean | 57178.005 |
| Median Absolute Deviation (MAD) | 38092 |
| Skewness | 1.135609 |
| Sum | 9205658.8 |
| Variance | 2.9266161 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50672 | 1 | 0.6% |
| -3824 | 1 | 0.6% |
| 14033.9 | 1 | 0.6% |
| 85667.7 | 1 | 0.6% |
| 96547.15 | 1 | 0.6% |
| 85876.48 | 1 | 0.6% |
| 83841.26 | 1 | 0.6% |
| 85132.21 | 1 | 0.6% |
| 85081.42 | 1 | 0.6% |
| 96720.98 | 1 | 0.6% |
| Other values (151) | 151 |
| Value | Count | Frequency (%) |
| -8210.3 | 1 | |
| -7824.9 | 1 | |
| -6258.4 | 1 | |
| -6003.4 | 1 | |
| -4601 | 1 | |
| -3824 | 1 | |
| -3723 | 1 | |
| -3268 | 1 | |
| -2204.3 | 1 | |
| -1956 | 1 |
| Value | Count | Frequency (%) |
| 256144 | 1 | |
| 251635 | 1 | |
| 222544 | 1 | |
| 206223 | 1 | |
| 201442 | 1 | |
| 177628 | 1 | |
| 166542 | 1 | |
| 152502 | 1 | |
| 146043 | 1 | |
| 141988 | 1 |
Cash Flow from Operating
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 160 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20790.318 |
| Minimum | -39392.27 |
|---|---|
| Maximum | 122151 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 16 |
| Negative (%) | 9.9% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -39392.27 |
|---|---|
| 5-th percentile | -1807 |
| Q1 | 3502 |
| median | 7386.7 |
| Q3 | 31626 |
| 95-th percentile | 78244.34 |
| Maximum | 122151 |
| Range | 161543.27 |
| Interquartile range (IQR) | 28124 |
Descriptive statistics
| Standard deviation | 27300.213 |
|---|---|
| Coefficient of variation (CV) | 1.3131215 |
| Kurtosis | 1.4293479 |
| Mean | 20790.318 |
| Median Absolute Deviation (MAD) | 8046.3 |
| Skewness | 1.3049089 |
| Sum | 3347241.2 |
| Variance | 7.453016 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3502 | 2 | 1.2% |
| 122151 | 1 | 0.6% |
| -1381 | 1 | 0.6% |
| 5751 | 1 | 0.6% |
| 37392.72 | 1 | 0.6% |
| 67268.52 | 1 | 0.6% |
| 73836.42 | 1 | 0.6% |
| -15699.49 | 1 | 0.6% |
| 11351.14 | 1 | 0.6% |
| 78244.34 | 1 | 0.6% |
| Other values (150) | 150 |
| Value | Count | Frequency (%) |
| -39392.27 | 1 | |
| -21741.23 | 1 | |
| -19130 | 1 | |
| -17207.81 | 1 | |
| -15699.49 | 1 | |
| -7818 | 1 | |
| -2167 | 1 | |
| -1842 | 1 | |
| -1807 | 1 | |
| -1387 | 1 |
| Value | Count | Frequency (%) |
| 122151 | 1 | |
| 104038 | 1 | |
| 91652 | 1 | |
| 91495 | 1 | |
| 89035 | 1 | |
| 87582 | 1 | |
| 81266 | 1 | |
| 80674 | 1 | |
| 78244.34 | 1 | |
| 77434 | 1 |
Cash Flow from Investing
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 161 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -9581.5332 |
| Minimum | -59611 |
|---|---|
| Maximum | 49749 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 134 |
| Negative (%) | 83.2% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -59611 |
|---|---|
| 5-th percentile | -37601 |
| Q1 | -17434 |
| median | -5904 |
| Q3 | -981.6 |
| 95-th percentile | 14041 |
| Maximum | 49749 |
| Range | 109360 |
| Interquartile range (IQR) | 16452.4 |
Descriptive statistics
| Standard deviation | 16196.808 |
|---|---|
| Coefficient of variation (CV) | -1.6904192 |
| Kurtosis | 2.504787 |
| Mean | -9581.5332 |
| Median Absolute Deviation (MAD) | 6231 |
| Skewness | -0.18385565 |
| Sum | -1542626.9 |
| Variance | 2.623366 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -22354 | 1 | 0.6% |
| 244 | 1 | 0.6% |
| -1655.3 | 1 | 0.6% |
| -26807.33 | 1 | 0.6% |
| 5871.677 | 1 | 0.6% |
| -23594.78 | 1 | 0.6% |
| -16377.52 | 1 | 0.6% |
| 903.6596 | 1 | 0.6% |
| 4513.377 | 1 | 0.6% |
| 49749 | 1 | 0.6% |
| Other values (151) | 151 |
| Value | Count | Frequency (%) |
| -59611 | 1 | |
| -58154 | 1 | |
| -56274 | 1 | |
| -48227 | 1 | |
| -46781 | 1 | |
| -46446 | 1 | |
| -45977 | 1 | |
| -40419 | 1 | |
| -37601 | 1 | |
| -35523 | 1 |
| Value | Count | Frequency (%) |
| 49749 | 1 | |
| 45896 | 1 | |
| 36448 | 1 | |
| 18026.64 | 1 | |
| 17560.51 | 1 | |
| 16612 | 1 | |
| 16066 | 1 | |
| 14284 | 1 | |
| 14041 | 1 | |
| 8462 | 1 |
Cash Flow from Financial Activities
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 160 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -8598.1579 |
| Minimum | -110749 |
|---|---|
| Maximum | 25928 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 106 |
| Negative (%) | 65.8% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -110749 |
|---|---|
| 5-th percentile | -48486 |
| Q1 | -9059.288 |
| median | -1408 |
| Q3 | 735.3 |
| 95-th percentile | 6291 |
| Maximum | 25928 |
| Range | 136677 |
| Interquartile range (IQR) | 9794.588 |
Descriptive statistics
| Standard deviation | 20281.663 |
|---|---|
| Coefficient of variation (CV) | -2.3588381 |
| Kurtosis | 9.3414559 |
| Mean | -8598.1579 |
| Median Absolute Deviation (MAD) | 3586.8 |
| Skewness | -2.9056195 |
| Sum | -1384303.4 |
| Variance | 4.1134585 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -676 | 2 | 1.2% |
| -110749 | 1 | 0.6% |
| 1185 | 1 | 0.6% |
| -4421 | 1 | 0.6% |
| 860.8824 | 1 | 0.6% |
| 147.1357 | 1 | 0.6% |
| 3507.888 | 1 | 0.6% |
| 881.061 | 1 | 0.6% |
| -9059.288 | 1 | 0.6% |
| 1238.537 | 1 | 0.6% |
| Other values (150) | 150 |
| Value | Count | Frequency (%) |
| -110749 | 1 | |
| -93353 | 1 | |
| -90976 | 1 | |
| -87876 | 1 | |
| -86820 | 1 | |
| -69757 | 1 | |
| -61362 | 1 | |
| -58876 | 1 | |
| -48486 | 1 | |
| -46031 | 1 |
| Value | Count | Frequency (%) |
| 25928 | 1 | |
| 12454 | 1 | |
| 9928 | 1 | |
| 9718 | 1 | |
| 9247.968 | 1 | |
| 8408 | 1 | |
| 7258 | 1 | |
| 7133 | 1 | |
| 6291 | 1 | |
| 5058 | 1 |
Current Ratio
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 134 |
|---|---|
| Distinct (%) | 83.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0353683 |
| Minimum | 0.2205 |
|---|---|
| Maximum | 10.6178 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0.2205 |
|---|---|
| 5-th percentile | 0.8186 |
| Q1 | 1 |
| median | 1.3412 |
| Q3 | 2.4734 |
| 95-th percentile | 5.9192 |
| Maximum | 10.6178 |
| Range | 10.3973 |
| Interquartile range (IQR) | 1.4734 |
Descriptive statistics
| Standard deviation | 1.6608936 |
|---|---|
| Coefficient of variation (CV) | 0.81601623 |
| Kurtosis | 6.422918 |
| Mean | 2.0353683 |
| Median Absolute Deviation (MAD) | 0.3412 |
| Skewness | 2.3589763 |
| Sum | 327.6943 |
| Variance | 2.7585675 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 28 | 17.4% |
| 0.8794 | 1 | 0.6% |
| 3.5156 | 1 | 0.6% |
| 1.5931 | 1 | 0.6% |
| 1.4464 | 1 | 0.6% |
| 1.2547 | 1 | 0.6% |
| 1.4937 | 1 | 0.6% |
| 1.1431 | 1 | 0.6% |
| 6.6503 | 1 | 0.6% |
| 3.2684 | 1 | 0.6% |
| Other values (124) | 124 |
| Value | Count | Frequency (%) |
| 0.2205 | 1 | |
| 0.6356 | 1 | |
| 0.707 | 1 | |
| 0.7713 | 1 | |
| 0.7756 | 1 | |
| 0.7977 | 1 | |
| 0.8117 | 1 | |
| 0.8149 | 1 | |
| 0.8186 | 1 | |
| 0.8303 | 1 |
| Value | Count | Frequency (%) |
| 10.6178 | 1 | |
| 8.0269 | 1 | |
| 7.9436 | 1 | |
| 7.6738 | 1 | |
| 6.6503 | 1 | |
| 6.3761 | 1 | |
| 6.2908 | 1 | |
| 5.949 | 1 | |
| 5.9192 | 1 | |
| 5.1403 | 1 |
Debt/Equity Ratio
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 152 |
|---|---|
| Distinct (%) | 94.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6455205 |
| Minimum | -11.775 |
|---|---|
| Maximum | 9.3328 |
| Zeros | 8 |
| Zeros (%) | 5.0% |
| Negative | 11 |
| Negative (%) | 6.8% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -11.775 |
|---|---|
| 5-th percentile | -1.5215 |
| Q1 | 0.0772 |
| median | 0.3818 |
| Q3 | 0.8914 |
| 95-th percentile | 5.8975 |
| Maximum | 9.3328 |
| Range | 21.1078 |
| Interquartile range (IQR) | 0.8142 |
Descriptive statistics
| Standard deviation | 2.5071768 |
|---|---|
| Coefficient of variation (CV) | 3.8839616 |
| Kurtosis | 7.4540249 |
| Mean | 0.6455205 |
| Median Absolute Deviation (MAD) | 0.339 |
| Skewness | -0.43981179 |
| Sum | 103.9288 |
| Variance | 6.2859358 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8 | 5.0% |
| 0.3164 | 2 | 1.2% |
| 0.0226 | 2 | 1.2% |
| 7.688 | 1 | 0.6% |
| 5.3348 | 1 | 0.6% |
| 5.8975 | 1 | 0.6% |
| 5.2797 | 1 | 0.6% |
| 3.5002 | 1 | 0.6% |
| 3.6646 | 1 | 0.6% |
| 5.0612 | 1 | 0.6% |
| Other values (142) | 142 |
| Value | Count | Frequency (%) |
| -11.775 | 1 | |
| -9.0381 | 1 | |
| -7.7424 | 1 | |
| -5.9805 | 1 | |
| -4.9654 | 1 | |
| -4.7848 | 1 | |
| -4.1627 | 1 | |
| -3.9958 | 1 | |
| -1.5215 | 1 | |
| -1.1099 | 1 |
| Value | Count | Frequency (%) |
| 9.3328 | 1 | |
| 8.5152 | 1 | |
| 7.688 | 1 | |
| 7.6045 | 1 | |
| 7.1602 | 1 | |
| 6.6208 | 1 | |
| 6.3396 | 1 | |
| 6.0327 | 1 | |
| 5.8975 | 1 | |
| 5.3348 | 1 |
ROE
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 161 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.432402 |
| Minimum | -212.6069 |
|---|---|
| Maximum | 196.9589 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 24 |
| Negative (%) | 14.9% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -212.6069 |
|---|---|
| 5-th percentile | -60.4545 |
| Q1 | 5.08 |
| median | 14.5016 |
| Q3 | 28.1893 |
| 95-th percentile | 55.5601 |
| Maximum | 196.9589 |
| Range | 409.5658 |
| Interquartile range (IQR) | 23.1093 |
Descriptive statistics
| Standard deviation | 44.777292 |
|---|---|
| Coefficient of variation (CV) | 3.6016606 |
| Kurtosis | 9.9687015 |
| Mean | 12.432402 |
| Median Absolute Deviation (MAD) | 11.2875 |
| Skewness | -1.0428999 |
| Sum | 2001.6167 |
| Variance | 2005.0059 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 196.9589 | 1 | 0.6% |
| 58.0805 | 1 | 0.6% |
| 32.4286 | 1 | 0.6% |
| 8.624 | 1 | 0.6% |
| 10.2918 | 1 | 0.6% |
| 3.6796 | 1 | 0.6% |
| 5.1081 | 1 | 0.6% |
| 3.7191 | 1 | 0.6% |
| 1.9707 | 1 | 0.6% |
| 3.1346 | 1 | 0.6% |
| Other values (151) | 151 |
| Value | Count | Frequency (%) |
| -212.6069 | 1 | |
| -163.9903 | 1 | |
| -158.8832 | 1 | |
| -141.8337 | 1 | |
| -102.8983 | 1 | |
| -94.6616 | 1 | |
| -73.3883 | 1 | |
| -71.8728 | 1 | |
| -60.4545 | 1 | |
| -52.9877 | 1 |
| Value | Count | Frequency (%) |
| 196.9589 | 1 | |
| 191.5344 | 1 | |
| 150.0713 | 1 | |
| 87.8664 | 1 | |
| 63.9019 | 1 | |
| 61.0645 | 1 | |
| 58.0805 | 1 | |
| 57.6687 | 1 | |
| 55.5601 | 1 | |
| 44.7355 | 1 |
ROA
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 161 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.7804789 |
| Minimum | -23.7236 |
|---|---|
| Maximum | 31.1541 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 21 |
| Negative (%) | 13.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -23.7236 |
|---|---|
| 5-th percentile | -5.274 |
| Q1 | 0.8282 |
| median | 6.6411 |
| Q3 | 14.7016 |
| 95-th percentile | 21.2964 |
| Maximum | 31.1541 |
| Range | 54.8777 |
| Interquartile range (IQR) | 13.8734 |
Descriptive statistics
| Standard deviation | 8.8024623 |
|---|---|
| Coefficient of variation (CV) | 1.1313522 |
| Kurtosis | 0.41289395 |
| Mean | 7.7804789 |
| Median Absolute Deviation (MAD) | 6.4056 |
| Skewness | -0.13272698 |
| Sum | 1252.6571 |
| Variance | 77.483342 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 28.2924 | 1 | 0.6% |
| -23.7236 | 1 | 0.6% |
| 15.0571 | 1 | 0.6% |
| 0.3946 | 1 | 0.6% |
| 0.522 | 1 | 0.6% |
| 0.1824 | 1 | 0.6% |
| 0.2942 | 1 | 0.6% |
| 0.2093 | 1 | 0.6% |
| 0.1148 | 1 | 0.6% |
| 0.1844 | 1 | 0.6% |
| Other values (151) | 151 |
| Value | Count | Frequency (%) |
| -23.7236 | 1 | |
| -14.5924 | 1 | |
| -13.7277 | 1 | |
| -9.9497 | 1 | |
| -8.9699 | 1 | |
| -8.8798 | 1 | |
| -6.1114 | 1 | |
| -5.4498 | 1 | |
| -5.274 | 1 | |
| -1.8959 | 1 |
| Value | Count | Frequency (%) |
| 31.1541 | 1 | |
| 28.2924 | 1 | |
| 27.1061 | 1 | |
| 26.9742 | 1 | |
| 23.7033 | 1 | |
| 22.2753 | 1 | |
| 22.0698 | 1 | |
| 21.7853 | 1 | |
| 21.2964 | 1 | |
| 21.1633 | 1 |
ROI
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 161 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.88135 |
| Minimum | -742.1052 |
|---|---|
| Maximum | 884.8605 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 19 |
| Negative (%) | 11.8% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -742.1052 |
|---|---|
| 5-th percentile | -6.0641 |
| Q1 | 2.7579 |
| median | 13.4694 |
| Q3 | 20.4723 |
| 95-th percentile | 33.8341 |
| Maximum | 884.8605 |
| Range | 1626.9657 |
| Interquartile range (IQR) | 17.7144 |
Descriptive statistics
| Standard deviation | 93.384692 |
|---|---|
| Coefficient of variation (CV) | 7.859771 |
| Kurtosis | 74.131489 |
| Mean | 11.88135 |
| Median Absolute Deviation (MAD) | 8.7878 |
| Skewness | 1.8023083 |
| Sum | 1912.8974 |
| Variance | 8720.7007 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 66.6994 | 1 | 0.6% |
| 884.8605 | 1 | 0.6% |
| 18.5044 | 1 | 0.6% |
| 1.284 | 1 | 0.6% |
| 1.6696 | 1 | 0.6% |
| 0.602 | 1 | 0.6% |
| 0.9201 | 1 | 0.6% |
| 0.6186 | 1 | 0.6% |
| 0.3862 | 1 | 0.6% |
| 0.8387 | 1 | 0.6% |
| Other values (151) | 151 |
| Value | Count | Frequency (%) |
| -742.1052 | 1 | |
| -141.8337 | 1 | |
| -84.5005 | 1 | |
| -52.9877 | 1 | |
| -48.5301 | 1 | |
| -22.2444 | 1 | |
| -20.6061 | 1 | |
| -6.2251 | 1 | |
| -6.0641 | 1 | |
| -5.5694 | 1 |
| Value | Count | Frequency (%) |
| 884.8605 | 1 | |
| 66.6994 | 1 | |
| 54.9839 | 1 | |
| 36.7023 | 1 | |
| 36.549 | 1 | |
| 35.3041 | 1 | |
| 35.0054 | 1 | |
| 34.0575 | 1 | |
| 33.8341 | 1 | |
| 33.6435 | 1 |
Net Profit Margin
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 161 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.684964 |
| Minimum | -44.6961 |
|---|---|
| Maximum | 36.6863 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 25 |
| Negative (%) | 15.5% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -44.6961 |
|---|---|
| 5-th percentile | -7.1363 |
| Q1 | 4.8277 |
| median | 15.2977 |
| Q3 | 22.9345 |
| 95-th percentile | 31.1817 |
| Maximum | 36.6863 |
| Range | 81.3824 |
| Interquartile range (IQR) | 18.1068 |
Descriptive statistics
| Standard deviation | 13.401767 |
|---|---|
| Coefficient of variation (CV) | 0.97930597 |
| Kurtosis | 2.4764543 |
| Mean | 13.684964 |
| Median Absolute Deviation (MAD) | 9.6334 |
| Skewness | -1.0463306 |
| Sum | 2203.2792 |
| Variance | 179.60736 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25.3096 | 1 | 0.6% |
| -10.0325 | 1 | 0.6% |
| 20.0091 | 1 | 0.6% |
| 21.162 | 1 | 0.6% |
| 28.2167 | 1 | 0.6% |
| 9.0147 | 1 | 0.6% |
| 16.6024 | 1 | 0.6% |
| 7.0877 | 1 | 0.6% |
| -10.2561 | 1 | 0.6% |
| 9.1781 | 1 | 0.6% |
| Other values (151) | 151 |
| Value | Count | Frequency (%) |
| -44.6961 | 1 | |
| -40.8795 | 1 | |
| -16.2286 | 1 | |
| -13.6569 | 1 | |
| -12.2859 | 1 | |
| -10.2561 | 1 | |
| -10.0325 | 1 | |
| -7.5541 | 1 | |
| -7.1363 | 1 | |
| -5.3914 | 1 |
| Value | Count | Frequency (%) |
| 36.6863 | 1 | |
| 36.4517 | 1 | |
| 36.2339 | 1 | |
| 35.3448 | 1 | |
| 34.1462 | 1 | |
| 33.0984 | 1 | |
| 32.4903 | 1 | |
| 31.3671 | 1 | |
| 31.1817 | 1 | |
| 30.9625 | 1 |
Free Cash Flow per Share
Real number (ℝ)
| Distinct | 160 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.19282547 |
| Minimum | -121.5022 |
|---|---|
| Maximum | 137.3287 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 60 |
| Negative (%) | 37.3% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -121.5022 |
|---|---|
| 5-th percentile | -11.611 |
| Q1 | -0.3613 |
| median | 0.2656 |
| Q3 | 0.9354 |
| 95-th percentile | 6.6557 |
| Maximum | 137.3287 |
| Range | 258.8309 |
| Interquartile range (IQR) | 1.2967 |
Descriptive statistics
| Standard deviation | 15.412788 |
|---|---|
| Coefficient of variation (CV) | 79.931289 |
| Kurtosis | 62.969446 |
| Mean | 0.19282547 |
| Median Absolute Deviation (MAD) | 0.6278 |
| Skewness | 1.3377452 |
| Sum | 31.0449 |
| Variance | 237.55404 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.3622 | 2 | 1.2% |
| 1.3146 | 1 | 0.6% |
| 1.3378 | 1 | 0.6% |
| 0.463 | 1 | 0.6% |
| 3.4305 | 1 | 0.6% |
| -6.5477 | 1 | 0.6% |
| -1.4283 | 1 | 0.6% |
| 20.4341 | 1 | 0.6% |
| -6.2895 | 1 | 0.6% |
| -15.5712 | 1 | 0.6% |
| Other values (150) | 150 |
| Value | Count | Frequency (%) |
| -121.5022 | 1 | |
| -21.998 | 1 | |
| -18.5013 | 1 | |
| -15.8715 | 1 | |
| -15.5712 | 1 | |
| -13.9382 | 1 | |
| -12.8733 | 1 | |
| -12.4078 | 1 | |
| -11.611 | 1 | |
| -7.424 | 1 |
| Value | Count | Frequency (%) |
| 137.3287 | 1 | |
| 21.5535 | 1 | |
| 20.4341 | 1 | |
| 18.6025 | 1 | |
| 14.9014 | 1 | |
| 14.5974 | 1 | |
| 9.9996 | 1 | |
| 7.9685 | 1 | |
| 6.6557 | 1 | |
| 6.1199 | 1 |
Return on Tangible Equity
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 161 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.247542 |
| Minimum | -554.1741 |
|---|---|
| Maximum | 1197.727 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 22 |
| Negative (%) | 13.7% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -554.1741 |
|---|---|
| 5-th percentile | -52.9877 |
| Q1 | 6.1118 |
| median | 19.7822 |
| Q3 | 36.9806 |
| 95-th percentile | 72.5298 |
| Maximum | 1197.727 |
| Range | 1751.9011 |
| Interquartile range (IQR) | 30.8688 |
Descriptive statistics
| Standard deviation | 109.98282 |
|---|---|
| Coefficient of variation (CV) | 4.5358337 |
| Kurtosis | 86.135051 |
| Mean | 24.247542 |
| Median Absolute Deviation (MAD) | 14.9511 |
| Skewness | 6.7459157 |
| Sum | 3903.8542 |
| Variance | 12096.22 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 196.9589 | 1 | 0.6% |
| 39.5618 | 1 | 0.6% |
| 39.2034 | 1 | 0.6% |
| 9.7884 | 1 | 0.6% |
| 11.6267 | 1 | 0.6% |
| 4.1759 | 1 | 0.6% |
| 5.8289 | 1 | 0.6% |
| 4.2504 | 1 | 0.6% |
| 2.2367 | 1 | 0.6% |
| 3.5151 | 1 | 0.6% |
| Other values (151) | 151 |
| Value | Count | Frequency (%) |
| -554.1741 | 1 | |
| -141.8337 | 1 | |
| -103.2087 | 1 | |
| -102.19 | 1 | |
| -91.9365 | 1 | |
| -69.3794 | 1 | |
| -68.9682 | 1 | |
| -55.3414 | 1 | |
| -52.9877 | 1 | |
| -44.6358 | 1 |
| Value | Count | Frequency (%) |
| 1197.727 | 1 | |
| 196.9589 | 1 | |
| 150.0713 | 1 | |
| 106.6922 | 1 | |
| 99.0748 | 1 | |
| 87.8664 | 1 | |
| 82.9207 | 1 | |
| 74.6661 | 1 | |
| 72.5298 | 1 | |
| 65.2006 | 1 |
Number of Employees
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 149 |
|---|---|
| Distinct (%) | 92.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 145718.77 |
| Minimum | 5420 |
|---|---|
| Maximum | 1608000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 5420 |
|---|---|
| 5-th percentile | 10299 |
| Q1 | 29900 |
| median | 96000 |
| Q3 | 147000 |
| 95-th percentile | 420000 |
| Maximum | 1608000 |
| Range | 1602580 |
| Interquartile range (IQR) | 117100 |
Descriptive statistics
| Standard deviation | 223438.9 |
|---|---|
| Coefficient of variation (CV) | 1.533357 |
| Kurtosis | 24.172523 |
| Mean | 145718.77 |
| Median Absolute Deviation (MAD) | 59400 |
| Skewness | 4.4920906 |
| Sum | 23460722 |
| Variance | 4.992494 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23000 | 3 | 1.9% |
| 420000 | 3 | 1.9% |
| 24000 | 3 | 1.9% |
| 221000 | 2 | 1.2% |
| 128000 | 2 | 1.2% |
| 118000 | 2 | 1.2% |
| 200000 | 2 | 1.2% |
| 63000 | 2 | 1.2% |
| 440000 | 2 | 1.2% |
| 129400 | 1 | 0.6% |
| Other values (139) | 139 |
| Value | Count | Frequency (%) |
| 5420 | 1 | |
| 5706 | 1 | |
| 6029 | 1 | |
| 7133 | 1 | |
| 7974 | 1 | |
| 8808 | 1 | |
| 9227 | 1 | |
| 9228 | 1 | |
| 10299 | 1 | |
| 11528 | 1 |
| Value | Count | Frequency (%) |
| 1608000 | 1 | 0.6% |
| 1541000 | 1 | 0.6% |
| 1298000 | 1 | 0.6% |
| 798000 | 1 | 0.6% |
| 647500 | 1 | 0.6% |
| 566000 | 1 | 0.6% |
| 440000 | 2 | |
| 420000 | 3 | |
| 400000 | 1 | 0.6% |
| 385000 | 1 | 0.6% |
Inflation Rate(in US)
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 9.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2313174 |
| Minimum | -0.3555 |
|---|---|
| Maximum | 8.0028 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 11 |
| Negative (%) | 6.8% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -0.3555 |
|---|---|
| 5-th percentile | -0.3555 |
| Q1 | 1.2616 |
| median | 1.8122 |
| Q3 | 2.4426 |
| 95-th percentile | 8.0028 |
| Maximum | 8.0028 |
| Range | 8.3583 |
| Interquartile range (IQR) | 1.181 |
Descriptive statistics
| Standard deviation | 1.9591392 |
|---|---|
| Coefficient of variation (CV) | 0.87801905 |
| Kurtosis | 2.8406593 |
| Mean | 2.2313174 |
| Median Absolute Deviation (MAD) | 0.5786 |
| Skewness | 1.6484883 |
| Sum | 359.2421 |
| Variance | 3.8382263 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.4426 | 12 | 7.5% |
| 2.1301 | 12 | 7.5% |
| 1.2616 | 12 | 7.5% |
| 0.1186 | 12 | 7.5% |
| 1.6222 | 12 | 7.5% |
| 8.0028 | 11 | 6.8% |
| 4.6979 | 11 | 6.8% |
| 1.2336 | 11 | 6.8% |
| 1.8122 | 11 | 6.8% |
| 1.4648 | 11 | 6.8% |
| Other values (5) | 46 |
| Value | Count | Frequency (%) |
| -0.3555 | 11 | |
| 0.1186 | 12 | |
| 1.2336 | 11 | |
| 1.2616 | 12 | |
| 1.4648 | 11 | |
| 1.6222 | 12 | |
| 1.64 | 11 | |
| 1.8122 | 11 | |
| 2.0693 | 11 | |
| 2.1301 | 12 |
| Value | Count | Frequency (%) |
| 8.0028 | 11 | |
| 4.6979 | 11 | |
| 3.7 | 2 | 1.2% |
| 3.1568 | 11 | |
| 2.4426 | 12 | |
| 2.1301 | 12 | |
| 2.0693 | 11 | |
| 1.8122 | 11 | |
| 1.64 | 11 | |
| 1.6222 | 12 |
| Year | Market Cap(in B USD) | Revenue | Gross Profit | Net Income | Earning Per Share | EBITDA | Share Holder Equity | Cash Flow from Operating | Cash Flow from Investing | Cash Flow from Financial Activities | Current Ratio | Debt/Equity Ratio | ROE | ROA | ROI | Net Profit Margin | Free Cash Flow per Share | Return on Tangible Equity | Number of Employees | Inflation Rate(in US) | Company | Category | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Year | 1.000 | 0.361 | 0.164 | 0.238 | 0.218 | 0.257 | 0.236 | 0.198 | 0.254 | -0.194 | -0.077 | -0.069 | 0.097 | 0.058 | 0.063 | 0.136 | 0.194 | -0.031 | 0.101 | 0.111 | 0.438 | 0.000 | 0.000 |
| Market Cap(in B USD) | 0.361 | 1.000 | 0.691 | 0.729 | 0.800 | 0.423 | 0.818 | 0.512 | 0.754 | -0.611 | -0.478 | 0.438 | -0.169 | 0.524 | 0.696 | 0.663 | 0.627 | 0.088 | 0.517 | 0.354 | 0.153 | 0.231 | 0.210 |
| Revenue | 0.164 | 0.691 | 1.000 | 0.882 | 0.660 | 0.254 | 0.780 | 0.741 | 0.720 | -0.541 | -0.553 | 0.042 | 0.089 | 0.371 | 0.279 | 0.293 | 0.239 | 0.058 | 0.358 | 0.568 | 0.102 | 0.336 | 0.269 |
| Gross Profit | 0.238 | 0.729 | 0.882 | 1.000 | 0.737 | 0.321 | 0.734 | 0.789 | 0.837 | -0.665 | -0.505 | 0.070 | 0.178 | 0.360 | 0.355 | 0.340 | 0.376 | 0.075 | 0.341 | 0.513 | 0.168 | 0.372 | 0.299 |
| Net Income | 0.218 | 0.800 | 0.660 | 0.737 | 1.000 | 0.678 | 0.846 | 0.597 | 0.800 | -0.582 | -0.604 | 0.408 | -0.129 | 0.659 | 0.774 | 0.752 | 0.807 | 0.079 | 0.621 | 0.294 | 0.179 | 0.355 | 0.294 |
| Earning Per Share | 0.257 | 0.423 | 0.254 | 0.321 | 0.678 | 1.000 | 0.569 | 0.240 | 0.450 | -0.177 | -0.482 | 0.096 | 0.032 | 0.420 | 0.576 | 0.564 | 0.662 | 0.079 | 0.386 | 0.283 | 0.225 | 0.348 | 0.344 |
| EBITDA | 0.236 | 0.818 | 0.780 | 0.734 | 0.846 | 0.569 | 1.000 | 0.601 | 0.740 | -0.601 | -0.601 | 0.304 | -0.136 | 0.538 | 0.667 | 0.636 | 0.590 | 0.124 | 0.494 | 0.324 | 0.144 | 0.422 | 0.332 |
| Share Holder Equity | 0.198 | 0.512 | 0.741 | 0.789 | 0.597 | 0.240 | 0.601 | 1.000 | 0.658 | -0.527 | -0.429 | 0.010 | 0.246 | 0.272 | 0.177 | 0.131 | 0.269 | 0.019 | 0.204 | 0.198 | 0.102 | 0.350 | 0.308 |
| Cash Flow from Operating | 0.254 | 0.754 | 0.720 | 0.837 | 0.800 | 0.450 | 0.740 | 0.658 | 1.000 | -0.603 | -0.519 | 0.227 | 0.053 | 0.480 | 0.548 | 0.517 | 0.550 | 0.204 | 0.446 | 0.410 | 0.136 | 0.324 | 0.259 |
| Cash Flow from Investing | -0.194 | -0.611 | -0.541 | -0.665 | -0.582 | -0.177 | -0.601 | -0.527 | -0.603 | 1.000 | 0.070 | -0.247 | 0.083 | -0.337 | -0.396 | -0.348 | -0.374 | 0.008 | -0.319 | -0.161 | -0.078 | 0.338 | 0.274 |
| Cash Flow from Financial Activities | -0.077 | -0.478 | -0.553 | -0.505 | -0.604 | -0.482 | -0.601 | -0.429 | -0.519 | 0.070 | 1.000 | -0.185 | 0.064 | -0.376 | -0.467 | -0.465 | -0.433 | -0.154 | -0.342 | -0.376 | -0.049 | 0.303 | 0.211 |
| Current Ratio | -0.069 | 0.438 | 0.042 | 0.070 | 0.408 | 0.096 | 0.304 | 0.010 | 0.227 | -0.247 | -0.185 | 1.000 | -0.552 | 0.414 | 0.619 | 0.500 | 0.563 | 0.015 | 0.429 | -0.119 | -0.044 | 0.405 | 0.313 |
| Debt/Equity Ratio | 0.097 | -0.169 | 0.089 | 0.178 | -0.129 | 0.032 | -0.136 | 0.246 | 0.053 | 0.083 | 0.064 | -0.552 | 1.000 | -0.053 | -0.323 | -0.365 | -0.261 | 0.005 | 0.011 | 0.143 | 0.042 | 0.402 | 0.392 |
| ROE | 0.058 | 0.524 | 0.371 | 0.360 | 0.659 | 0.420 | 0.538 | 0.272 | 0.480 | -0.337 | -0.376 | 0.414 | -0.053 | 1.000 | 0.695 | 0.734 | 0.584 | 0.112 | 0.903 | 0.142 | 0.064 | 0.266 | 0.263 |
| ROA | 0.063 | 0.696 | 0.279 | 0.355 | 0.774 | 0.576 | 0.667 | 0.177 | 0.548 | -0.396 | -0.467 | 0.619 | -0.323 | 0.695 | 1.000 | 0.914 | 0.869 | 0.154 | 0.648 | 0.110 | 0.124 | 0.409 | 0.461 |
| ROI | 0.136 | 0.663 | 0.293 | 0.340 | 0.752 | 0.564 | 0.636 | 0.131 | 0.517 | -0.348 | -0.465 | 0.500 | -0.365 | 0.734 | 0.914 | 1.000 | 0.808 | 0.143 | 0.668 | 0.170 | 0.167 | 0.129 | 0.205 |
| Net Profit Margin | 0.194 | 0.627 | 0.239 | 0.376 | 0.807 | 0.662 | 0.590 | 0.269 | 0.550 | -0.374 | -0.433 | 0.563 | -0.261 | 0.584 | 0.869 | 0.808 | 1.000 | 0.095 | 0.559 | 0.065 | 0.213 | 0.464 | 0.439 |
| Free Cash Flow per Share | -0.031 | 0.088 | 0.058 | 0.075 | 0.079 | 0.079 | 0.124 | 0.019 | 0.204 | 0.008 | -0.154 | 0.015 | 0.005 | 0.112 | 0.154 | 0.143 | 0.095 | 1.000 | 0.130 | 0.064 | -0.144 | 0.146 | 0.109 |
| Return on Tangible Equity | 0.101 | 0.517 | 0.358 | 0.341 | 0.621 | 0.386 | 0.494 | 0.204 | 0.446 | -0.319 | -0.342 | 0.429 | 0.011 | 0.903 | 0.648 | 0.668 | 0.559 | 0.130 | 1.000 | 0.198 | 0.080 | 0.332 | 0.333 |
| Number of Employees | 0.111 | 0.354 | 0.568 | 0.513 | 0.294 | 0.283 | 0.324 | 0.198 | 0.410 | -0.161 | -0.376 | -0.119 | 0.143 | 0.142 | 0.110 | 0.170 | 0.065 | 0.064 | 0.198 | 1.000 | 0.046 | 0.407 | 0.434 |
| Inflation Rate(in US) | 0.438 | 0.153 | 0.102 | 0.168 | 0.179 | 0.225 | 0.144 | 0.102 | 0.136 | -0.078 | -0.049 | -0.044 | 0.042 | 0.064 | 0.124 | 0.167 | 0.213 | -0.144 | 0.080 | 0.046 | 1.000 | 0.000 | 0.000 |
| Company | 0.000 | 0.231 | 0.336 | 0.372 | 0.355 | 0.348 | 0.422 | 0.350 | 0.324 | 0.338 | 0.303 | 0.405 | 0.402 | 0.266 | 0.409 | 0.129 | 0.464 | 0.146 | 0.332 | 0.407 | 0.000 | 1.000 | 0.987 |
| Category | 0.000 | 0.210 | 0.269 | 0.299 | 0.294 | 0.344 | 0.332 | 0.308 | 0.259 | 0.274 | 0.211 | 0.313 | 0.392 | 0.263 | 0.461 | 0.205 | 0.439 | 0.109 | 0.333 | 0.434 | 0.000 | 0.987 | 1.000 |
| Year | Company | Category | Market Cap(in B USD) | Revenue | Gross Profit | Net Income | Earning Per Share | EBITDA | Share Holder Equity | Cash Flow from Operating | Cash Flow from Investing | Cash Flow from Financial Activities | Current Ratio | Debt/Equity Ratio | ROE | ROA | ROI | Net Profit Margin | Free Cash Flow per Share | Return on Tangible Equity | Number of Employees | Inflation Rate(in US) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2022 | AAPL | IT | 2066.94 | 394328.0 | 170782.0 | 99803.0 | 6.1100 | 130541.0 | 50672.0 | 122151.0 | -22354.0 | -110749.0 | 0.8794 | 2.3695 | 196.9589 | 28.2924 | 66.6994 | 25.3096 | 1.3146 | 196.9589 | 164000 | 8.0028 |
| 1 | 2021 | AAPL | IT | 2913.28 | 365817.0 | 152836.0 | 94680.0 | 5.6100 | 120233.0 | 63090.0 | 104038.0 | -14545.0 | -93353.0 | 1.0746 | 1.9768 | 150.0713 | 26.9742 | 54.9839 | 25.8818 | 1.3261 | 150.0713 | 154000 | 4.6979 |
| 2 | 2020 | AAPL | IT | 2255.97 | 274515.0 | 104956.0 | 57411.0 | 3.2800 | 77344.0 | 65339.0 | 80674.0 | -4289.0 | -86820.0 | 1.3636 | 1.7208 | 87.8664 | 17.7256 | 35.0054 | 20.9136 | 1.0183 | 87.8664 | 147000 | 1.2336 |
| 3 | 2019 | AAPL | IT | 1304.76 | 260174.0 | 98392.0 | 55256.0 | 2.9700 | 76477.0 | 90488.0 | 69391.0 | 45896.0 | -90976.0 | 1.5401 | 1.1940 | 61.0645 | 16.3230 | 30.3113 | 21.2381 | -0.0388 | 61.0645 | 137000 | 1.8122 |
| 4 | 2018 | AAPL | IT | 748.54 | 265595.0 | 101839.0 | 59531.0 | 2.9800 | 81801.0 | 107147.0 | 77434.0 | 16066.0 | -87876.0 | 1.1329 | 1.0685 | 55.5601 | 16.2775 | 29.6348 | 22.4142 | 0.7414 | 55.5601 | 132000 | 2.4426 |
| 5 | 2017 | AAPL | IT | 868.87 | 229234.0 | 88186.0 | 48351.0 | 2.3025 | 71501.0 | 134047.0 | 64225.0 | -46446.0 | -17974.0 | 1.2761 | 0.8630 | 36.0702 | 12.8826 | 20.9082 | 21.0924 | 0.0330 | 36.0702 | 123000 | 2.1301 |
| 6 | 2016 | AAPL | IT | 617.59 | 215639.0 | 84263.0 | 45687.0 | 2.0775 | 70529.0 | 128249.0 | 66231.0 | -45977.0 | -20890.0 | 1.3527 | 0.6786 | 35.6237 | 14.2024 | 22.4312 | 21.1868 | -0.5901 | 38.1906 | 116000 | 1.2616 |
| 7 | 2015 | AAPL | IT | 586.86 | 233715.0 | 93626.0 | 53394.0 | 2.3050 | 82487.0 | 119355.0 | 81266.0 | -56274.0 | -17716.0 | 1.1088 | 0.5390 | 44.7355 | 18.3899 | 30.9201 | 22.8458 | 0.9743 | 48.3878 | 110000 | 0.1186 |
| 8 | 2014 | AAPL | IT | 647.36 | 182795.0 | 70537.0 | 39510.0 | 1.6125 | 60449.0 | 111547.0 | 59713.0 | -22579.0 | -37549.0 | 1.0801 | 0.3164 | 35.4201 | 17.0420 | 28.1142 | 21.6144 | 0.3032 | 38.4380 | 97000 | 1.6222 |
| 9 | 2013 | AAPL | IT | 504.79 | 170910.0 | 64304.0 | 37037.0 | 1.4200 | 55756.0 | 123549.0 | 53666.0 | -33774.0 | -16379.0 | 1.6786 | 0.1373 | 29.9776 | 17.8923 | 26.3592 | 21.6705 | 0.1363 | 31.4425 | 84400 | 1.4648 |
| Year | Company | Category | Market Cap(in B USD) | Revenue | Gross Profit | Net Income | Earning Per Share | EBITDA | Share Holder Equity | Cash Flow from Operating | Cash Flow from Investing | Cash Flow from Financial Activities | Current Ratio | Debt/Equity Ratio | ROE | ROA | ROI | Net Profit Margin | Free Cash Flow per Share | Return on Tangible Equity | Number of Employees | Inflation Rate(in US) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 151 | 2018 | AMZN | LOGI | 734.42 | 232887.0 | 93731.0 | 10073.0 | 1.0070 | 27762.0 | 43549.0 | 30723.0 | -12369.0 | -7686.0 | 1.0981 | 0.5395 | 23.1303 | 6.1931 | 15.0245 | 4.3253 | 1.0975 | 34.7333 | 647500 | 2.4426 |
| 152 | 2017 | AMZN | LOGI | 563.54 | 177866.0 | 65932.0 | 3033.0 | 0.3075 | 15584.0 | 27709.0 | 18365.0 | -27084.0 | 9928.0 | 1.0400 | 0.8930 | 10.9459 | 2.3098 | 5.7824 | 1.7052 | -0.2387 | 21.1226 | 566000 | 2.1301 |
| 153 | 2016 | AMZN | LOGI | 356.31 | 135987.0 | 47722.0 | 2371.0 | 0.2450 | 12302.0 | 19285.0 | 17203.0 | -9516.0 | -3716.0 | 1.0448 | 0.3990 | 12.2945 | 2.8429 | 8.7883 | 1.7435 | 0.3003 | 15.2958 | 341400 | 1.2616 |
| 154 | 2015 | AMZN | LOGI | 316.83 | 107006.0 | 35355.0 | 596.0 | 0.0625 | 8514.0 | 13384.0 | 12039.0 | -6450.0 | -3882.0 | 1.0536 | 0.6147 | 4.4531 | 0.9205 | 2.7579 | 0.5570 | 0.5700 | 6.1922 | 230800 | 0.1186 |
| 155 | 2014 | AMZN | LOGI | 143.70 | 88988.0 | 26236.0 | -241.0 | -0.0260 | 4924.0 | 10741.0 | 6842.0 | -5065.0 | 4432.0 | 1.1153 | 0.7695 | -2.2437 | -0.4422 | -1.2680 | -0.2708 | -0.0075 | -3.2471 | 154100 | 1.6222 |
| 156 | 2013 | AMZN | LOGI | 182.54 | 74452.0 | 20271.0 | 274.0 | 0.0295 | 3998.0 | 9746.0 | 5475.0 | -4276.0 | -539.0 | 1.0716 | 0.3274 | 2.8114 | 0.6823 | 2.1180 | 0.3680 | 0.1748 | 3.8641 | 117300 | 1.4648 |
| 157 | 2012 | AMZN | LOGI | 113.63 | 61093.0 | 15122.0 | -39.0 | -0.0045 | 2835.0 | 8192.0 | 4180.0 | -3595.0 | 2259.0 | 1.1207 | 0.3765 | -0.4761 | -0.1198 | -0.3459 | -0.0638 | -0.1833 | -0.6915 | 88400 | 2.0693 |
| 158 | 2011 | AMZN | LOGI | 78.72 | 48077.0 | 10789.0 | 631.0 | 0.0685 | 1945.0 | 7757.0 | 3903.0 | -1930.0 | -482.0 | 1.1741 | 0.0329 | 8.1346 | 2.4962 | 7.8757 | 1.3125 | -0.0490 | 10.8756 | 56200 | 3.1568 |
| 159 | 2010 | AMZN | LOGI | 80.79 | 34204.0 | 7643.0 | 1152.0 | 0.1265 | 1974.0 | 6864.0 | 3495.0 | -3360.0 | 181.0 | 1.3254 | 0.2274 | 16.7832 | 6.1286 | 13.6736 | 3.3680 | -0.0544 | 20.8885 | 33700 | 1.6400 |
| 160 | 2009 | AMZN | LOGI | 58.24 | 24509.0 | 5531.0 | 902.0 | 0.1020 | 1507.0 | 5257.0 | 3293.0 | -2337.0 | -280.0 | 1.3304 | 0.2007 | 17.1581 | 6.5301 | 17.1581 | 3.6803 | 0.3303 | 22.4211 | 24300 | -0.3555 |